diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1da26b0..fa99309 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -17,13 +17,13 @@ repos:
         args: ["--autofix", "--no-sort-keys"]
 
   - repo: "https://github.com/codespell-project/codespell"
-    rev: v2.4.1
+    rev: v2.4.2
     hooks:
       - id: codespell
         args: ["--ignore-regex", "https://[^\\s]*"]
 
   - repo: https://github.com/python-jsonschema/check-jsonschema
-    rev: 0.36.0
+    rev: 0.37.4
     hooks:
       - id: check-github-workflows
       - id: check-jsonschema
@@ -37,7 +37,7 @@ repos:
       - id: alphabetize-codeowners
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 25.12.0
+    rev: 26.5.1
     hooks:
       - id: black
 
diff --git a/support/build-doc-bundle.py b/support/build-doc-bundle.py
index 3d35b20..0b563b1 100755
--- a/support/build-doc-bundle.py
+++ b/support/build-doc-bundle.py
@@ -137,31 +137,24 @@ def render_example_index_doc(
 def prepend_preamble(
     config: ExampleDocBuildConfig, ide_link: str | None, content: bytes
 ) -> bytes:
-    preamble = textwrap.dedent(
-        f"""\
+    preamble = textwrap.dedent(f"""\
         ---
         menu_weight: {config.menu_weight}
         ---
 
-        """
-    )
+        """)
 
     if ide_link is not None:
-        preamble += textwrap.dedent(
-            f"""
+        preamble += textwrap.dedent(f"""
             :flows_ide_link: {ide_link}
 
-            """
-        )
+            """)
 
     return preamble.encode("utf-8") + content
 
 
 def append_source_blocks(content: bytes) -> bytes:
-    return (
-        content
-        + textwrap.dedent(
-            """
+    return content + textwrap.dedent("""
             == Source code
 
             [.accordionize]
@@ -199,13 +192,10 @@ def append_source_blocks(content: bytes) -> bytes:
             ----
             ====
             --
-            """
-        ).encode("utf-8")
-    )
+            """).encode("utf-8")
 
 
-INDEX_TEMPLATE = jinja2.Template(
-    """\
+INDEX_TEMPLATE = jinja2.Template("""\
 ---
 menu_weight: 180
 ---
@@ -217,8 +207,7 @@ def append_source_blocks(content: bytes) -> bytes:
 +
 {{ item.short_description | replace("\n\n", "\n+\n") }}
 {% endfor %}
-"""
-)
+""")
 
 
 def build_index_doc(configs: list[ExampleDocBuildConfig]) -> bytes: